Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach


Nov 02, 2022
Dennis Wei, Rahul Nair, Amit Dhurandhar, Kush R. Varshney, Elizabeth M. Daly, Moninder Singh

Add code

* Published at NeurIPS 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Boolean Decision Rules for Reinforcement Learning Policy Summarisation


Jul 18, 2022
James McCarthy, Rahul Nair, Elizabeth Daly, Radu Marinescu, Ivana Dusparic

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

User Driven Model Adjustment via Boolean Rule Explanations


Mar 28, 2022
Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

FROTE: Feedback Rule-Driven Oversampling for Editing Models


Jan 06, 2022
Öznur Alkan, Dennis Wei, Massimiliano Mattetti, Rahul Nair, Elizabeth M. Daly, Diptikalyan Saha

Add code

* 23 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents


Dec 17, 2021
Jasmina Gajcin, Rahul Nair, Tejaswini Pedapati, Radu Marinescu, Elizabeth Daly, Ivana Dusparic

Add code

* 7 pages, 3 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels


Oct 24, 2021
Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures


Jun 25, 2020
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Thirupati, Pol Mac Aonghusa, Ronan Cahill, Donal O'Shea

Add code

* To be published in 23rd International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI 2020) 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning the Correction for Multi-Path Deviations in Time-of-Flight Cameras


Jan 12, 2016
Mojmir Mutny, Rahul Nair, Jens-Malte Gottfried

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email